Antonio Balzanella

According to our database, Antonio Balzanella authored at least 18 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

A Novel Classification Algorithm Based on the Synergy Between Dynamic Clustering with Adaptive Distances and K-Nearest Neighbors.

Mohammed Sabri, Rosanna Verde, Antonio Balzanella, Fabrizio Maturo, Hamid Tairi, Ali Yahyaouy, Jamal Riffi

J. Classif., July, 2024

2023

CaseID Detection for Process Mining: A Heuristic-Based Methodology.

Roberta De Fazio, Antonio Balzanella, Stefano Marrone, Fiammetta Marulli, Laura Verde, Vincenzo Reccia, Paolo Valletta

Proceedings of the Process Mining Workshops, 2023

2022

Batch Self-Organizing Maps for Distributional Data with an Automatic Weighting of Variables and Components.

Francisco de A. T. de Carvalho, Antonio Irpino, Rosanna Verde, Antonio Balzanella

J. Classif., 2022

2021

Co-clustering algorithms for distributional data with automated variable weighting.

Francisco de A. T. de Carvalho, Antonio Balzanella, Antonio Irpino, Rosanna Verde

Inf. Sci., 2021

Exploring a Federated Learning Approach to Enhance Authorship Attribution of Misleading Information from Heterogeneous Sources.

Fiammetta Marulli, Antonio Balzanella, Lelio Campanile, Mauro Iacono, Michele Mastroianni

Proceedings of the International Joint Conference on Neural Networks, 2021

2020

Histogram-based clustering of multiple data streams.

Antonio Balzanella, Rosanna Verde

Knowl. Inf. Syst., 2020

Automatic Classification of Road Traffic with Fiber Based Sensors in Smart Cities Applications.

Antonio Balzanella, Salvatore D'Angelo, Mauro Iacono, Stefania Nacchia, Rosanna Verde

Proceedings of the Computational Science and Its Applications - ICCSA 2020, 2020

2017

Spatial variability clustering for spatially dependent functional data.

Elvira Romano, Antonio Balzanella, Rosanna Verde

Stat. Comput., 2017

2016

Dimension Reduction Techniques for Distributional Symbolic Data.

Rosanna Verde, Antonio Irpino, Antonio Balzanella

IEEE Trans. Cybern., 2016

2015

Order statistics for histogram data and a box plot visualization tool.

Rosanna Verde, Antonio Balzanella, Antonio Irpino

Proceedings of the Symbolic Data Analysis and Visualization: Special Issue in honor of Monique Noirhomme-Fraiture, 2015

2013

A Two-Phase Clustering Based Strategy for Outliers Detection in Georeferenced Curves.

Elvira Romano, Antonio Balzanella

Proceedings of the Statistical Models for Data Analysis, 2013

Summarizing and Detecting Structural Drifts from Multiple Data Streams.

Antonio Balzanella, Rosanna Verde

Proceedings of the Classification and Data Mining, 2013

Data Stream Summarization by Histograms Clustering.

Antonio Balzanella, Lidia Rivoli, Rosanna Verde

Proceedings of the Statistical Models for Data Analysis, 2013

Clustering Data Streams by On-Line Proximity Updating.

Antonio Balzanella, Yves Lechevallier, Rosanna Verde

Proceedings of the Classification and Data Mining, 2013

Clustering and Change Detection in Multiple Streaming Time Series.

Antonio Balzanella, Rosanna Verde

Proceedings of the Algorithms and Architectures for Parallel Processing, 2013

On-Line Clustering of Functional Boxplots for Monitoring Multiple Streaming Time Series.

Elvira Romano, Antonio Balzanella

Proceedings of the Data Science, 2013

2011

Data Stream Summarization by On-Line Histograms Clustering.

Antonio Balzanella, Lidia Rivoli, Rosanna Verde

Proceedings of the Extraction et gestion des connaissances (EGC'2011), 2011

2007

Knowledge extraction by dynamical clustering of sea waves streaming data.

Elvira Romano, Antonio Balzanella, Rosanna Verde

Monde des Util. Anal. Données, 2007